引用次数
引用: 27,621
H-指数: 71
I10-指数 : 163
出版物: 298
Polynomial Learnability of Stochastic Rules with Respect to the KL-Divergence and Quadratic Distance
Naoki Abe , K. Manfred Warmuth , Junnichi Takeuchi
IEICE Transactions on Information and Systems 84 ( 3) 299 -316
23
2001
Direct and indirect algorithms for on-line learning of disjunctions
D.P Helmbold , S Panizza , M.K Warmuth
Theoretical Computer Science 284 ( 1) 109 -142
8
2002
Scattered versus context-sensitive rewriting
Jakob Gonczarowski , ManfredK. Warmuth
Acta Informatica 27 ( 1) 81 -95
17
1989
Relative Loss Bounds for Multidimensional Regression Problems
Jyrki Kivinen Manfred K Warmuth
Advances in neural information processing systems 10: proceedings of the 1997 conference 287 -287
2
1998
Boosting Algorithms for Maximizing the Soft Margin
Gunnar Rätsch , Manfred K Warmuth , Karen A. Glocer
neural information processing systems 20 1585 -1592
101
2007
A Bayes Rule for Density Matrices
Manfred K Warmuth
neural information processing systems 18 1457 -1464
18
2005
Worst-case Loss Bounds for Single Neurons
Jyrki Kivinen , Manfred K Warmuth , David P. Helmbold
neural information processing systems 8 309 -315
12
1995
Matrix Exponential Gradient Updates for On-line Learning and Bregman Projection
Gunnar Rätsch , Koji Tsuda , Manfred K Warmuth
neural information processing systems 17 1425 -1432
5
2004
Boosting versus Covering
Manfred K Warmuth , Kohei Hatano
neural information processing systems 16 1109 -1116
2
2003
Batch and On-Line Parameter Estimation of Gaussian Mixtures Based on the Joint Entropy
Manfred K Warmuth , Yoram Singer
neural information processing systems 11 578 -584
42
1998
Putting Bayes to sleep
Dmitry Adamskiy , Manfred K Warmuth , Wouter M Koolen
neural information processing systems 25 135 -143
33
2012
The limits of squared Euclidean distance regularization
Manfred K Warmuth , Michal Derezinski
neural information processing systems 27 2807 -2815
8
2014
Active Learning in the Drug Discovery Process
Gunnar Rätsch , Christian Lemmen , Manfred K Warmuth , Jun Liao
neural information processing systems 14 1449 -1456
54
2001
Adaptive Caching by Refetching
Robert B. Gramacy , Manfred K Warmuth , Ismail Ari , Scott A. Brandt
neural information processing systems 15 1489 -1496
53
2002
Linear Hinge Loss and Average Margin
Manfred K Warmuth , Claudio Gentile
neural information processing systems 11 225 -231
92
1998
On the Convergence of Leveraging
Gunnar Rätsch , Sebastian Mika , Manfred K Warmuth
neural information processing systems 14 487 -494
35
2001
Training Algorithms for Hidden Markov Models using Entropy Based Distance Functions
Manfred K Warmuth , Yoram Singer
neural information processing systems 641 -647
39
1996
Repeated Games against Budgeted Adversaries
Jacob D. Abernethy , Manfred K Warmuth
neural information processing systems 23 1 -9
23
2010
Learning Eigenvectors for Free
Wojciech Kotlowski , Manfred K Warmuth , Wouter M Koolen
neural information processing systems 24 945 -953
2
2011
On the Complexity of Iterated Shuffle ; CU-CS-201-81
Manfred K Warmuth , David Haussler
1981